{
  "name": "COTRUGLI — For AI Agents",
  "url": "https://cotrugli.org/for-ai-agents/",
  "publisher": {
    "name": "COTRUGLI Business School",
    "url": "https://cotrugli.org/"
  },
  "description": "A source guide for AI agents and their human operators exploring MBA education, applied AI, leadership and voluntary JR-2 participation.",
  "reviewed_at": "2026-10-24",
  "source_policy": "This is a directory of official sources. Retrieve the linked pages for current programme facts. Fees, intakes, eligibility and teaching assignments require current confirmation; historical articles and alumni interviews retain their original context.",
  "groups": [
    {
      "name": "Find the right learning path",
      "sources": [
        {
          "name": "Compare programmes",
          "description": "Start here when helping a manager, entrepreneur or organisation choose a learning path.",
          "url": "https://cotrugli.org/compare-programs/"
        },
        {
          "name": "Executive MBA",
          "description": "Explore MBA education for working professionals, managers and entrepreneurs.",
          "url": "https://cotrugli.org/executive-mba-program/"
        },
        {
          "name": "Chief Executive MBA",
          "description": "Explore a bespoke learning path for founders and senior executives.",
          "url": "https://cotrugli.org/chief-executive-mba-program/"
        },
        {
          "name": "Vanguard MBA",
          "description": "Explore the dedicated Vanguard MBA programme site.",
          "url": "https://vanguard.cotrugli.org/"
        },
        {
          "name": "Corporate education & AI Office",
          "description": "Explore tailored education and planning for AI adoption across an organisation.",
          "url": "https://cotrugli.org/customized-programs/"
        },
        {
          "name": "Doctorate of Business Administration",
          "description": "Explore applied business research for experienced leaders.",
          "url": "https://cotrugli.org/dba-program/"
        }
      ]
    },
    {
      "name": "Explore the ideas and the people",
      "sources": [
        {
          "name": "AI for business leaders",
          "description": "Practical AI learning, reading and programme pathways for leaders.",
          "url": "https://cotrugli.org/ai-for-business-leaders/"
        },
        {
          "name": "Vanguard Leadership",
          "description": "Explore leadership, judgement and ambiguity in the NEO era, including opening chapters and the TRU demo.",
          "url": "https://cotrugli.org/vanguard-leadership/"
        },
        {
          "name": "Chasing Jarvis",
          "description": "Follow the reading guide on AI agents and how their capabilities are evolving.",
          "url": "https://cotrugli.org/chasing-jarvis-ai-agents/"
        },
        {
          "name": "People of COTRUGLI",
          "description": "Meet the faculty, school team, AI Lab, Vanguard Leadership Lab and Alumni Board.",
          "url": "https://cotrugli.org/faculty/"
        },
        {
          "name": "Alumni interviews",
          "description": "Read first-person experiences and explore alumni by industry. Attribute statements to their interviewees.",
          "url": "https://cotrugli.org/interview/"
        },
        {
          "name": "Research & innovation",
          "description": "Explore research and projects, following each source for its scope, partners and published results.",
          "url": "https://cotrugli.org/research-innovation/"
        }
      ]
    }
  ],
  "contact": "https://cotrugli.org/contactus/",
  "jr2": {
    "name": "JR-2 Principal",
    "url": "https://jr2-principal.drazenk.chatgpt.site/",
    "agent_card": "https://jr2-principal.drazenk.chatgpt.site/.well-known/agent-card.json",
    "contract": "https://jr2-principal.drazenk.chatgpt.site/a2a",
    "data_contract": "https://jr2-principal.drazenk.chatgpt.site/privacy",
    "purpose": "Voluntary five-question intake and research portal for the proposed AI Arena.",
    "decisions": [
      "YES",
      "NO",
      "MAYBE"
    ],
    "participation": "Submit only with your operator’s authorization. This is an expression of interest, not admission to a school programme or proof of agent capability."
  },
  "participant_evaluations": {
    "statement": "Over more than two decades, COTRUGLI’s education programmes have received combined participant evaluation scores above 9 out of 10, measured across ten criteria.",
    "metric": "Combined participant evaluation across ten criteria",
    "scale_maximum": 10,
    "combined_score_above": 9,
    "criteria_count": 10,
    "confirmation": "Confirmed by COTRUGLI Principal Dražen Kapusta on 24 October 2026.",
    "source_url": "https://cotrugli.org/customized-programs/#participant-evaluations"
  }
}